Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.229836 0.255884 0.285006 0.320244 0.362090 0.410659 0.471983
2025-07-27 0.197678 0.234709 0.280295 0.341805 0.424714 0.535901 0.702563
2025-08-03 0.173862 0.215834 0.271168 0.352209 0.473128 0.656886 0.981237
2025-08-10 0.153629 0.196780 0.256529 0.349564 0.499908 0.753594 1.273540
2025-08-17 0.134182 0.175442 0.234474 0.330339 0.494327 0.793616 1.485770
2025-08-24 0.120815 0.160794 0.219649 0.318882 0.497745 0.849679 1.770914
2025-08-31 0.111779 0.151292 0.211075 0.315637 0.514292 0.937254 2.210433
2025-09-07 0.105060 0.144457 0.205624 0.316464 0.538341 1.051010 2.856819
2025-09-14 0.096632 0.134182 0.193437 0.303273 0.530787 1.086515 3.282592
2025-09-21 0.089756 0.125763 0.183441 0.292636 0.526291 1.128904 3.813880
2025-09-28 0.084897 0.120154 0.177586 0.288949 0.536360 1.217193 4.756601
2025-10-05 0.084107 0.120999 0.182775 0.307460 0.602938 1.517072 8.037882
2025-10-12 0.082769 0.120983 0.186732 0.324883 0.675032 1.909011 15.444799
2025-10-19 0.080883 0.119917 0.188734 0.338792 0.744285 2.377091 34.218916
2025-10-26 0.078392 0.117596 0.188136 0.346878 0.800676 2.872446 89.945786
2025-11-02 0.074851 0.113165 0.183050 0.343721 0.821425 3.214479 239.739587
2025-11-09 0.069923 0.105970 0.171996 0.324813 0.784832 3.160206 346.653038
2025-11-16 0.066202 0.100738 0.164451 0.313593 0.772191 3.269436 891.723065
2025-11-23 0.063606 0.097384 0.160377 0.310416 0.787264 3.616211 46326.366615
2025-11-30 0.061603 0.094984 0.158018 0.311221 0.817584 4.161200 NaN
2025-12-07 0.058445 0.090305 0.150688 0.298339 0.792195 4.165261 NaN
2025-12-14 0.055725 0.086313 0.144542 0.287947 0.774451 4.236547 NaN
2025-12-21 0.053802 0.083711 0.141107 0.284345 0.783336 4.627186 NaN